Notes from building the whole thing.
Engineering decisions, design judgement calls, automation patterns, and the long lessons from eleven years of shipping complete systems.
More field notes.
12 posts
AI Business Automation: From RPA to Agentic Workflows
Explore the role of automation in software development and product engineering, the benefits it brings, and the best practices for integration. Learn about emerging trends like AI and machine learning, as well as potential risks.

How AI-Powered Apps Went Mainstream — and What It Means for Your Product
How AI is becoming mainstream. Hazards of using AI and the best practices of utilizing AI

How to Build an AI SaaS Product: A Founder's Guide
Nowadays, AI software integrated into SaaS solutions can significantly increase an organization's earnings. Unquestionably, the global market for SaaS-based products is expanding steadily.

SaaS Platform vs. Standard Software
SaaS platform or traditional installed software? A clear breakdown of how they differ on cost, scaling, updates, data ownership, and security — and how AI has widened the gap.

What are the Important KPIs for B2B SaaS Company?
The B2B SaaS metrics that actually decide whether a company is healthy — MRR/ARR, churn, NRR, CAC, LTV — with benchmarks, and what AI changes about which numbers matter.

The Layers of IoT Architecture
The four layers of IoT architecture — perception, network, processing, application — what each does, where edge computing and AI fit, and how to design a system that scales.

Detailed Explanation of SaaS Business Model
How the SaaS business model actually works — recurring revenue, the main pricing models, the five metrics that define a SaaS company, and how AI is reshaping its economics.

Vertical SaaS: Benefits and Drawbacks
Vertical SaaS targets one industry deeply instead of one function broadly — and AI has made it more defensible than ever. The benefits, drawbacks, and future of the model.

Successful Outsourcing of Your Web Development Project
Business owners worldwide have embraced the benefits of outsourcing web development to a specialized agency. The arrangement accounted for both cost savings and increased productivity as it offers access to cutting-edge technology in this fast-evolving industry.

Idea Validation in SaaS Development
Well, what does it take to complete an app? How to bring an idea to life? What are the innumerable challenges and hurdles facing us? This blog will see how to validate an application concept, for it is essential for startups.

SaaS platform development for founders
Software as a service (SaaS) is a software licensing and delivery model in which software is licensed on a subscription basis and is centrally hosted. It is often synonymous with software-as-a-service

Design mistakes that hurt your business
One of the most prominent features of a quality website is design. A well-designed website can help you create an impression on your potential customers and induce them to take the desired action.
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